LETKF‐based Ocean Research Analysis (LORA) version 1.0

Author:

Ohishi Shun12345ORCID,Miyoshi Takemasa123,Ando Takafusa6,Higashiuwatoko Tomohiko6,Yoshizawa Eri7,Murakami Hiroshi7,Kachi Misako7

Affiliation:

1. RIKEN Center for Computational Science Kobe Japan

2. RIKEN Cluster for Pioneering Research Kobe Japan

3. RIKEN Interdisciplinary Theoretical and Mathematical Sciences Program (iTHEMS) Kobe Japan

4. Institute for Space‐Earth Environmental Research Nagoya University Nagoya Japan

5. Japan Marine Science Foundation Mutsu Japan

6. Remote Sensing Technology Center of Japan Tsukuba Japan

7. Earth Observation Research Center Japan Aerospace Exploration Agency Tsukuba Japan

Abstract

AbstractLocal ensemble transform Kalman filter (LETKF)‐based Ocean Research Analysis (LORA) version 1.0 datasets for western North Pacific (WNP) and Maritime Continent (MC) regions (LORA‐WNP and ‐MC, respectively) are released through the JAXA‐RIKEN Ocean Analysis website. The LORA datasets are created using an eddy‐resolving LETKF‐based ocean data assimilation system with satellite sea‐surface temperature, salinity, and height data and with in‐situ temperature and salinity data assimilated daily. The LORA datasets include 128‐member ensemble analyses at the sea surface (2D), each term of mixed‐layer temperature and salinity budget equations, and the related variables (2D) such as mixed‐layer depth and heat and freshwater fluxes as well as system grid information and analysis ensemble mean and spread (3D), from August 2015 to January 2024 (as of June 2024). The LORA datasets are useful for geoscience research and practical applications, especially for particle tracking, boundary conditions of atmospheric models, and research on spatiotemporal variations in sea‐surface temperature and salinity.

Funder

Ministry of Education, Culture, Sports, Science and Technology

Japan Aerospace Exploration Agency

AIP Network Laboratory

Japan Society for the Promotion of Science

Core Research for Evolutional Science and Technology

Bio-oriented Technology Research Advancement Institution

Strategic International Collaborative Research Program

Japan Science and Technology Agency

Publisher

Wiley

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